Funnym if the plates on my car were missing I'd notice it in less than a second (military conditioning, before going anywhere do a walk around of the vehicle)

Report your plates stolen the minute you see it.

Your plate are far more likely to be stolen as a cover for a stolen vehicle than they are for a gas station drive off.